| lock_status | tgt_enc_sim_impt_technology | carrier | model_family | sales_person | sku | tgt_enc_sim_impt_functional_status | days_since_last_purchase | unit_cost | channel | condition | business_unit | brand | tgt_enc_sim_impt_platforms | quantity | memory_size | first_time_customer | color | order_type | unit_price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 135.232066 | 128.068295 | 137.595979 | 139.793592 | 149.058176 | 141.974257 | 130.001970 | 0.000000 | 160.490000 | 132.120897 | 110.142066 | 900.000000 | 138.128169 | 142.455969 | 100.000000 | 110.841853 | 0.000000 | 138.248964 | 133.414677 | 170.000000 |
| 1 | 135.232066 | 162.706079 | 137.595979 | 69.557337 | 119.852983 | 59.922031 | 130.001970 | 0.000000 | 62.999000 | 132.120897 | 100.957235 | 900.000000 | 138.128169 | 78.996248 | 20.000000 | 72.018043 | 0.000000 | 153.495556 | 133.414677 | 55.000000 |
| 2 | 135.232066 | 82.853069 | 137.595979 | 106.509901 | 119.852983 | 106.477876 | 130.001970 | 0.000000 | 68.086000 | 132.120897 | 110.142066 | 900.000000 | 138.128169 | 105.995067 | 1.000000 | 84.349338 | 0.000000 | 138.248964 | 133.414677 | 110.000000 |
| 3 | 135.232066 | 110.552115 | 137.595979 | 86.051424 | 119.852983 | 87.042071 | 130.001970 | 0.000000 | 58.136000 | 132.120897 | 110.142066 | 900.000000 | 138.128169 | 81.791020 | 8.000000 | 110.841853 | 0.000000 | 58.656957 | 133.414677 | 88.000000 |
| 4 | 135.232066 | 128.068295 | 137.595979 | 48.217918 | 119.852983 | 52.972789 | 130.001970 | 0.000000 | 37.691000 | 132.120897 | 110.142066 | 900.000000 | 138.128169 | 57.046931 | 2.000000 | 72.018043 | 0.000000 | 143.252723 | 133.414677 | 51.000000 |
| lock_status | tgt_enc_sim_impt_technology | carrier | model_family | sales_person | sku | tgt_enc_sim_impt_functional_status | days_since_last_purchase | unit_cost | channel | condition | business_unit | brand | tgt_enc_sim_impt_platforms | quantity | memory_size | first_time_customer | color | order_type | unit_price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 139842 | 135.232066 | 162.706079 | 137.595979 | 137.066068 | 119.852983 | 156.222221 | 130.001970 | 0.000000 | 153.000000 | 132.120897 | 231.236690 | 900.000000 | 138.128169 | 141.795103 | 4.000000 | 84.349338 | 0.000000 | 148.029814 | 133.414677 | 160.000000 |
| 139843 | 135.232066 | 128.068295 | 137.595979 | 145.785332 | 119.852983 | 137.783282 | 130.001970 | 0.000000 | 97.006000 | 132.120897 | 120.342959 | 900.000000 | 138.128169 | 142.455969 | 1.000000 | 155.582144 | 0.000000 | 138.248964 | 133.414677 | 130.000000 |
| 139844 | 135.232066 | 162.706079 | 137.595979 | 142.682683 | 149.058176 | 96.274460 | 130.001970 | 0.000000 | 125.999000 | 132.120897 | 100.957235 | 900.000000 | 138.128169 | 163.237457 | 1.000000 | 110.841853 | 0.000000 | 138.248964 | 133.414677 | 90.000000 |
| 139845 | 135.232066 | 82.853069 | 137.595979 | 34.077742 | 119.852983 | 31.300885 | 130.001970 | 0.000000 | 25.000000 | 132.120897 | 110.142066 | 900.000000 | 138.128169 | 33.074447 | 1.000000 | 84.349338 | 0.000000 | 153.495556 | 133.414677 | 35.000000 |
| 139846 | 135.232066 | 128.068295 | 92.100800 | 113.284406 | 119.852983 | 109.477298 | 130.001970 | 0.000000 | 78.277000 | 90.690402 | 120.342959 | 900.000000 | 138.128169 | 89.452952 | 1.000000 | 179.528718 | 0.000000 | 148.029814 | 133.414677 | 105.000000 |
No missing values in data
No Infinity values
No Missing Values
No duplicate variables
| Data Shape:(139847, 20) | ||||||
|---|---|---|---|---|---|---|
| feature | < (mean-3*std) | > (mean+3*std) | < (1stQ - 1.5 * IQR) | > (3rdQ + 1.5 * IQR) | -inf | +inf |
| lock_status | 158 | 0 | 158 | 4657 | 0 | 0 |
| tgt_enc_sim_impt_technology | 2266 | 0 | 2266 | 0 | 0 | 0 |
| carrier | 5476 | 1963 | 9029 | 1963 | 0 | 0 |
| model_family | 0 | 2898 | 0 | 10368 | 0 | 0 |
| sales_person | 0 | 743 | 6 | 5702 | 0 | 0 |
| sku | 0 | 2930 | 0 | 11243 | 0 | 0 |
| tgt_enc_sim_impt_functional_status | 0 | 10447 | 0 | 13543 | 0 | 0 |
| days_since_last_purchase | 0 | 1743 | 0 | 2372 | 0 | 0 |
| unit_cost | 0 | 3506 | 0 | 8502 | 0 | 0 |
| channel | 0 | 2674 | 9216 | 6247 | 0 | 0 |
| condition | 0 | 1210 | 222 | 1210 | 0 | 0 |
| business_unit | 7257 | 0 | 8515 | 8822 | 0 | 0 |
| brand | 5584 | 0 | 5604 | 0 | 0 | 0 |
| tgt_enc_sim_impt_platforms | 0 | 2742 | 0 | 9948 | 0 | 0 |
| quantity | 3 | 2357 | 169 | 15321 | 0 | 0 |
| memory_size | 0 | 8094 | 0 | 8094 | 0 | 0 |
| first_time_customer | 0 | 4281 | 0 | 4281 | 0 | 0 |
| color | 442 | 2618 | 10700 | 4853 | 0 | 0 |
| order_type | 0 | 4040 | 0 | 4040 | 0 | 0 |
| unit_price | 0 | 2853 | 0 | 10408 | 0 | 0 |
| Variable Name | Datatype | No of Unique | Samples | Mean | Standard Deviation | Min | 25th percentile | Median | 75th percentile | Max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | brand | float64 | 3 | [138.12816902184957, 89.71503966774092, 135.23926336639326] | 136.194651 | 9.478977 | 89.715040 | 138.128169 | 138.128169 | 138.128169 | 138.128169 |
| 1 | business_unit | float64 | 10 | [900.0, 904.0, 922.0, 480.3245642223328, 700.0] | 876.751553 | 96.450346 | 480.324564 | 900.000000 | 900.000000 | 900.000000 | 935.000000 |
| 2 | carrier | float64 | 8 | [137.59597888324214, 177.39227812670458, 93.08839858710269, 102.37927751834549, 97.88573248407639] | 135.498681 | 11.327105 | 93.088399 | 137.595979 | 137.595979 | 137.595979 | 177.392278 |
| 3 | channel | float64 | 10 | [132.12089741446027, 90.69040233666044, 146.65419232136514, 253.23132451968004, 81.38608130081295] | 132.367100 | 20.648167 | 68.406667 | 132.120897 | 132.120897 | 132.120897 | 253.231325 |
| 4 | color | float64 | 30 | [138.24896397387386, 153.4955562445013, 58.65695707295369, 143.2527226413343, 103.57299342820437] | 134.451534 | 33.019880 | 25.816035 | 120.758911 | 143.252723 | 148.029814 | 244.667803 |
| 5 | condition | float64 | 21 | [110.14206619780867, 100.95723477538746, 120.34295941861191, 202.48760250482874, 195.43764025026098] | 134.586005 | 42.791594 | 7.664739 | 110.142066 | 110.142066 | 165.638901 | 272.005940 |
| 6 | days_since_last_purchase | float64 | 3 | [0.0, 1.8959041357985604, 1.0] | 0.028128 | 0.220243 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 1.895904 |
| 7 | first_time_customer | float64 | 2 | [0.0, 0.2996536116390568] | 0.009173 | 0.051620 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.299654 |
| 8 | lock_status | float64 | 3 | [135.23206602138836, 137.1759924844321, 129.99489380288765] | 135.290883 | 0.391623 | 129.994894 | 135.232066 | 135.232066 | 135.232066 | 137.175992 |
| 9 | memory_size | float64 | 11 | [110.84185308027195, 72.01804319654427, 84.34933772269558, 179.52871822004496, 155.5821439437745] | 134.197655 | 64.129579 | 23.378892 | 84.349338 | 110.841853 | 155.582144 | 338.953839 |
| 10 | model_family | float64 | 183 | [139.79359246088188, 69.5573368114537, 106.50990083905417, 86.05142437923251, 48.217917996870106] | 132.820228 | 95.165548 | 8.369396 | 69.557337 | 98.612845 | 156.515299 | 451.812826 |
| 11 | order_type | float64 | 2 | [133.41467696068813, 167.0326171113786] | 134.385856 | 5.630815 | 133.414677 | 133.414677 | 133.414677 | 133.414677 | 167.032617 |
| 12 | quantity | float64 | 171 | [100.0, 20.0, 1.0, 8.0, 2.0] | 8.822181 | 20.775175 | -107.054555 | 1.000000 | 2.000000 | 7.000000 | 129.699468 |
| 13 | sales_person | float64 | 13 | [149.05817598516117, 119.85298332309401, 145.44037293337107, 216.81897551224384, 210.42307692307693] | 134.679332 | 24.201388 | 70.436637 | 119.852983 | 119.852983 | 149.058176 | 221.810979 |
| 14 | sku | float64 | 5731 | [141.9742571428571, 59.9220305084746, 106.47787610619469, 87.042071197411, 52.97278911564626] | 132.002543 | 94.591170 | 5.322033 | 65.631579 | 106.265851 | 157.846154 | 446.975274 |
| 15 | tgt_enc_sim_impt_functional_status | float64 | 4 | [130.00197002470455, 188.21983426720334, 139.8988387722126, 135.23926336639326] | 134.570091 | 15.313211 | 130.001970 | 130.001970 | 130.001970 | 130.001970 | 188.219834 |
| 16 | tgt_enc_sim_impt_platforms | float64 | 166 | [142.45596918511734, 78.99624829584181, 105.99506735751294, 81.79102022315203, 57.04693107344634] | 132.572601 | 89.141895 | 7.369442 | 79.315704 | 96.965945 | 160.409558 | 437.301406 |
| 17 | tgt_enc_sim_impt_technology | float64 | 6 | [128.06829468960416, 162.70607912677747, 82.85306886929344, 110.55211495629811, 171.4404083447332] | 135.279436 | 26.600705 | 55.069065 | 128.068295 | 128.068295 | 162.706079 | 171.440408 |
| 18 | unit_cost | float64 | 39859 | [160.49, 62.999, 68.086, 58.136, 37.691] | 108.112298 | 83.779436 | 0.000000 | 49.865000 | 80.354000 | 139.534500 | 370.983182 |
| 19 | unit_price | float64 | 1800 | [170.0, 55.0, 110.0, 88.0, 51.0] | 135.239263 | 112.507163 | 0.000000 | 63.659000 | 100.000000 | 165.000000 | 1159.000000 |
No categorical columns
No categorical variables in data.
| Variable 1 | Variable 2 | Corr Coef | Abs Corr Coef | |
|---|---|---|---|---|
| 0 | model_family | tgt_enc_sim_impt_platforms | 0.940377 | 0.940377 |
| 1 | model_family | sku | 0.925611 | 0.925611 |
| 2 | sku | unit_price | 0.924854 | 0.924854 |
| 3 | model_family | unit_price | 0.919086 | 0.919086 |
| 4 | sku | tgt_enc_sim_impt_platforms | 0.888972 | 0.888972 |
| 5 | tgt_enc_sim_impt_platforms | unit_price | 0.873985 | 0.873985 |
| 6 | sku | unit_cost | 0.868940 | 0.868940 |
| 7 | model_family | unit_cost | 0.868389 | 0.868389 |
| 8 | unit_cost | unit_price | 0.867702 | 0.867702 |
| 9 | tgt_enc_sim_impt_platforms | unit_cost | 0.835889 | 0.835889 |
| 10 | memory_size | model_family | 0.645392 | 0.645392 |
| 11 | memory_size | sku | 0.606689 | 0.606689 |
| 12 | memory_size | unit_price | 0.600495 | 0.600495 |
| 13 | memory_size | unit_cost | 0.548009 | 0.548009 |
| 14 | memory_size | tgt_enc_sim_impt_platforms | 0.539700 | 0.539700 |
| 15 | sales_person | tgt_enc_sim_impt_functional_status | 0.477604 | 0.477604 |
| 16 | brand | carrier | 0.410388 | 0.410388 |
| 17 | condition | sku | 0.399616 | 0.399616 |
| 18 | condition | unit_price | 0.399041 | 0.399041 |
| 19 | brand | lock_status | -0.378740 | 0.378740 |
| 20 | color | model_family | 0.363289 | 0.363289 |
| 21 | channel | unit_cost | 0.362439 | 0.362439 |
| 22 | condition | unit_cost | 0.355743 | 0.355743 |
| 23 | condition | tgt_enc_sim_impt_functional_status | 0.354581 | 0.354581 |
| 24 | color | unit_cost | 0.342308 | 0.342308 |
| 25 | color | sku | 0.339145 | 0.339145 |
| 26 | channel | unit_price | 0.332982 | 0.332982 |
| 27 | carrier | channel | 0.325486 | 0.325486 |
| 28 | color | tgt_enc_sim_impt_platforms | 0.324566 | 0.324566 |
| 29 | condition | sales_person | 0.323400 | 0.323400 |
| 30 | color | unit_price | 0.318499 | 0.318499 |
| 31 | business_unit | tgt_enc_sim_impt_functional_status | -0.279057 | 0.279057 |
| 32 | order_type | tgt_enc_sim_impt_functional_status | 0.267352 | 0.267352 |
| 33 | tgt_enc_sim_impt_platforms | tgt_enc_sim_impt_technology | 0.266276 | 0.266276 |
| 34 | business_unit | sales_person | -0.262502 | 0.262502 |
| 35 | channel | condition | 0.262391 | 0.262391 |
| 36 | sales_person | unit_cost | 0.251578 | 0.251578 |
| 37 | tgt_enc_sim_impt_technology | unit_cost | 0.248896 | 0.248896 |
| 38 | channel | model_family | 0.245435 | 0.245435 |
| 39 | channel | quantity | 0.245086 | 0.245086 |
| 40 | model_family | tgt_enc_sim_impt_technology | 0.242258 | 0.242258 |
| 41 | sku | tgt_enc_sim_impt_technology | 0.241960 | 0.241960 |
| 42 | channel | sku | 0.241027 | 0.241027 |
| 43 | condition | tgt_enc_sim_impt_platforms | 0.239789 | 0.239789 |
| 44 | channel | tgt_enc_sim_impt_platforms | 0.239386 | 0.239386 |
| 45 | business_unit | condition | -0.238302 | 0.238302 |
| 46 | tgt_enc_sim_impt_technology | unit_price | 0.237512 | 0.237512 |
| 47 | color | memory_size | 0.237305 | 0.237305 |
| 48 | condition | model_family | 0.237189 | 0.237189 |
| 49 | sales_person | unit_price | 0.233028 | 0.233028 |
| 50 | brand | channel | 0.232398 | 0.232398 |
| 51 | sales_person | sku | 0.218943 | 0.218943 |
| 52 | brand | color | 0.211362 | 0.211362 |
| 53 | business_unit | channel | -0.209497 | 0.209497 |
| 54 | memory_size | tgt_enc_sim_impt_technology | 0.201544 | 0.201544 |
| 55 | channel | tgt_enc_sim_impt_functional_status | 0.198271 | 0.198271 |
| 56 | color | tgt_enc_sim_impt_technology | 0.197459 | 0.197459 |
| 57 | carrier | tgt_enc_sim_impt_platforms | 0.196714 | 0.196714 |
| 58 | order_type | sales_person | 0.192123 | 0.192123 |
| 59 | sales_person | tgt_enc_sim_impt_technology | 0.181966 | 0.181966 |
| 60 | memory_size | sales_person | 0.171984 | 0.171984 |
| 61 | condition | memory_size | 0.169701 | 0.169701 |
| 62 | channel | memory_size | 0.168548 | 0.168548 |
| 63 | business_unit | unit_cost | -0.167048 | 0.167048 |
| 64 | sales_person | tgt_enc_sim_impt_platforms | 0.163583 | 0.163583 |
| 65 | model_family | sales_person | 0.163539 | 0.163539 |
| 66 | channel | sales_person | 0.163189 | 0.163189 |
| 67 | tgt_enc_sim_impt_functional_status | unit_cost | 0.161818 | 0.161818 |
| 68 | sku | tgt_enc_sim_impt_functional_status | 0.161200 | 0.161200 |
| 69 | quantity | unit_cost | 0.157963 | 0.157963 |
| 70 | carrier | model_family | 0.157500 | 0.157500 |
| 71 | tgt_enc_sim_impt_functional_status | unit_price | 0.156956 | 0.156956 |
| 72 | carrier | color | 0.155118 | 0.155118 |
| 73 | business_unit | quantity | -0.152348 | 0.152348 |
| 74 | condition | tgt_enc_sim_impt_technology | 0.151665 | 0.151665 |
| 75 | brand | sales_person | -0.147778 | 0.147778 |
| 76 | channel | tgt_enc_sim_impt_technology | 0.141901 | 0.141901 |
| 77 | brand | model_family | 0.141211 | 0.141211 |
| 78 | memory_size | tgt_enc_sim_impt_functional_status | 0.133063 | 0.133063 |
| 79 | color | condition | 0.131072 | 0.131072 |
| 80 | channel | color | 0.129686 | 0.129686 |
| 81 | tgt_enc_sim_impt_functional_status | tgt_enc_sim_impt_technology | 0.128852 | 0.128852 |
| 82 | business_unit | sku | -0.128518 | 0.128518 |
| 83 | condition | order_type | 0.126254 | 0.126254 |
| 84 | carrier | tgt_enc_sim_impt_technology | 0.125939 | 0.125939 |
| 85 | brand | unit_price | 0.125152 | 0.125152 |
| 86 | quantity | unit_price | 0.124464 | 0.124464 |
| 87 | quantity | tgt_enc_sim_impt_functional_status | 0.124212 | 0.124212 |
| 88 | model_family | tgt_enc_sim_impt_functional_status | 0.122811 | 0.122811 |
| 89 | carrier | unit_price | 0.122385 | 0.122385 |
| 90 | tgt_enc_sim_impt_functional_status | tgt_enc_sim_impt_platforms | 0.122302 | 0.122302 |
| 91 | quantity | sales_person | 0.119893 | 0.119893 |
| 92 | carrier | sku | 0.117803 | 0.117803 |
| 93 | business_unit | tgt_enc_sim_impt_platforms | -0.111569 | 0.111569 |
| 94 | brand | sku | 0.111020 | 0.111020 |
| 95 | business_unit | model_family | -0.106968 | 0.106968 |
| 96 | carrier | sales_person | -0.106892 | 0.106892 |
| 97 | color | tgt_enc_sim_impt_functional_status | 0.103040 | 0.103040 |
| 98 | brand | tgt_enc_sim_impt_platforms | 0.102100 | 0.102100 |
| 99 | business_unit | tgt_enc_sim_impt_technology | -0.101713 | 0.101713 |
| 100 | quantity | sku | 0.099751 | 0.099751 |
| 101 | business_unit | memory_size | -0.097213 | 0.097213 |
| 102 | carrier | unit_cost | 0.096833 | 0.096833 |
| 103 | quantity | tgt_enc_sim_impt_platforms | 0.096820 | 0.096820 |
| 104 | business_unit | unit_price | -0.095195 | 0.095195 |
| 105 | color | sales_person | 0.094065 | 0.094065 |
| 106 | order_type | unit_price | 0.094028 | 0.094028 |
| 107 | order_type | quantity | -0.093268 | 0.093268 |
| 108 | lock_status | tgt_enc_sim_impt_technology | 0.093069 | 0.093069 |
| 109 | model_family | quantity | 0.083783 | 0.083783 |
| 110 | order_type | tgt_enc_sim_impt_technology | 0.082360 | 0.082360 |
| 111 | order_type | sku | 0.081286 | 0.081286 |
| 112 | business_unit | color | -0.079390 | 0.079390 |
| 113 | first_time_customer | quantity | 0.073194 | 0.073194 |
| 114 | first_time_customer | unit_price | 0.070741 | 0.070741 |
| 115 | condition | first_time_customer | 0.069536 | 0.069536 |
| 116 | channel | first_time_customer | 0.069001 | 0.069001 |
| 117 | lock_status | tgt_enc_sim_impt_functional_status | -0.065597 | 0.065597 |
| 118 | carrier | lock_status | 0.064853 | 0.064853 |
| 119 | quantity | tgt_enc_sim_impt_technology | 0.062607 | 0.062607 |
| 120 | days_since_last_purchase | unit_price | 0.061948 | 0.061948 |
| 121 | color | lock_status | -0.060898 | 0.060898 |
| 122 | lock_status | tgt_enc_sim_impt_platforms | 0.058898 | 0.058898 |
| 123 | carrier | quantity | 0.058475 | 0.058475 |
| 124 | brand | unit_cost | 0.057059 | 0.057059 |
| 125 | carrier | memory_size | 0.056801 | 0.056801 |
| 126 | brand | quantity | 0.055834 | 0.055834 |
| 127 | brand | tgt_enc_sim_impt_functional_status | 0.052716 | 0.052716 |
| 128 | first_time_customer | unit_cost | 0.052534 | 0.052534 |
| 129 | first_time_customer | sales_person | 0.051651 | 0.051651 |
| 130 | brand | business_unit | -0.050915 | 0.050915 |
| 131 | lock_status | model_family | 0.049896 | 0.049896 |
| 132 | color | quantity | 0.049887 | 0.049887 |
| 133 | order_type | tgt_enc_sim_impt_platforms | 0.049746 | 0.049746 |
| 134 | channel | order_type | 0.049446 | 0.049446 |
| 135 | days_since_last_purchase | sku | 0.049248 | 0.049248 |
| 136 | condition | days_since_last_purchase | 0.049156 | 0.049156 |
| 137 | first_time_customer | sku | 0.047927 | 0.047927 |
| 138 | business_unit | order_type | 0.047750 | 0.047750 |
| 139 | model_family | order_type | 0.046059 | 0.046059 |
| 140 | days_since_last_purchase | quantity | 0.045995 | 0.045995 |
| 141 | days_since_last_purchase | sales_person | 0.045399 | 0.045399 |
| 142 | days_since_last_purchase | order_type | 0.045190 | 0.045190 |
| 143 | condition | quantity | 0.044842 | 0.044842 |
| 144 | channel | days_since_last_purchase | 0.043568 | 0.043568 |
| 145 | color | order_type | 0.042827 | 0.042827 |
| 146 | days_since_last_purchase | unit_cost | 0.042213 | 0.042213 |
| 147 | carrier | condition | 0.040791 | 0.040791 |
| 148 | days_since_last_purchase | tgt_enc_sim_impt_platforms | 0.037739 | 0.037739 |
| 149 | lock_status | sales_person | 0.037385 | 0.037385 |
| 150 | brand | memory_size | 0.036515 | 0.036515 |
| 151 | days_since_last_purchase | model_family | 0.035654 | 0.035654 |
| 152 | business_unit | carrier | -0.035454 | 0.035454 |
| 153 | memory_size | order_type | 0.031944 | 0.031944 |
| 154 | days_since_last_purchase | tgt_enc_sim_impt_technology | 0.031821 | 0.031821 |
| 155 | business_unit | lock_status | 0.030881 | 0.030881 |
| 156 | brand | order_type | 0.029949 | 0.029949 |
| 157 | memory_size | quantity | 0.029836 | 0.029836 |
| 158 | carrier | tgt_enc_sim_impt_functional_status | 0.027859 | 0.027859 |
| 159 | brand | condition | 0.027848 | 0.027848 |
| 160 | first_time_customer | tgt_enc_sim_impt_technology | 0.025332 | 0.025332 |
| 161 | first_time_customer | tgt_enc_sim_impt_platforms | 0.025270 | 0.025270 |
| 162 | first_time_customer | model_family | 0.024985 | 0.024985 |
| 163 | lock_status | sku | 0.024172 | 0.024172 |
| 164 | brand | tgt_enc_sim_impt_technology | 0.022819 | 0.022819 |
| 165 | days_since_last_purchase | first_time_customer | -0.022695 | 0.022695 |
| 166 | first_time_customer | order_type | -0.021976 | 0.021976 |
| 167 | color | days_since_last_purchase | 0.021394 | 0.021394 |
| 168 | lock_status | order_type | -0.020559 | 0.020559 |
| 169 | lock_status | quantity | -0.020205 | 0.020205 |
| 170 | days_since_last_purchase | memory_size | 0.019087 | 0.019087 |
| 171 | days_since_last_purchase | tgt_enc_sim_impt_functional_status | 0.017089 | 0.017089 |
| 172 | lock_status | unit_cost | 0.016757 | 0.016757 |
| 173 | first_time_customer | memory_size | 0.015816 | 0.015816 |
| 174 | color | first_time_customer | 0.013652 | 0.013652 |
| 175 | carrier | order_type | 0.013186 | 0.013186 |
| 176 | first_time_customer | lock_status | -0.012053 | 0.012053 |
| 177 | order_type | unit_cost | -0.011636 | 0.011636 |
| 178 | business_unit | days_since_last_purchase | -0.009903 | 0.009903 |
| 179 | lock_status | unit_price | 0.009686 | 0.009686 |
| 180 | carrier | first_time_customer | -0.009131 | 0.009131 |
| 181 | lock_status | memory_size | -0.006658 | 0.006658 |
| 182 | business_unit | first_time_customer | -0.006230 | 0.006230 |
| 183 | days_since_last_purchase | lock_status | 0.006151 | 0.006151 |
| 184 | channel | lock_status | 0.004915 | 0.004915 |
| 185 | condition | lock_status | 0.004342 | 0.004342 |
| 186 | brand | days_since_last_purchase | 0.003975 | 0.003975 |
| 187 | brand | first_time_customer | 0.003599 | 0.003599 |
| 188 | first_time_customer | tgt_enc_sim_impt_functional_status | 0.003328 | 0.003328 |
| 189 | carrier | days_since_last_purchase | 0.003127 | 0.003127 |